Biocview "FeatureExtraction"

A Hybrid Feature Selection method for gene expression data
A Hybrid Feature Selection method for gene expression data
Analysis of Brain Imaging Data
A package for nonlinear dimension reduction with Isomap and LLE.
A package for nonlinear dimension reduction with Isomap and LLE.
A package to extract spatial features based on multiplex IF images
A package to extract spatial features based on multiplex IF images
A package to extract spatial features based on multiplex IF images
A suite of functions to facilitate zFPKM transformations
A suite of functions to facilitate zFPKM transformations
A suite of functions to facilitate zFPKM transformations
A tool for quantification of associations between genotypes and phenotypes with Bayesian inference and statistical learning techniques
A tool for quantification of associations between genotypes and phenotypes with Bayesian inference and statistical learning techniques
A tool for quantification of associations between genotypes and phenotypes with statistical learning techniques such as random forests and support vector machines as well as with Bayesian inference using hierarchical models
Batch Effects Correction with Unknown Subtypes
Classification and Feature Selection for 'Omics' Datasets
Classification and Feature Selection for 'Omics' Datasets
Classification and Feature Selection for 'Omics' Datasets
Clustering of (epigenetic) DNA methylation data using a variational Bayes NMF algorithm
Comprehensive Pipeline for Analyzing and Visualizing Array-Based CGH Data
Comprehensive Pipeline for Analyzing and Visualizing Array-Based CGH Data
Comprehensive Pipeline for Analyzing and Visualizing Array-Based CGH Data
Computational pipeline for computing probability of modification from structure probing experiment data
Computational pipeline for computing probability of modification from structure probing experiment data
Computational pipeline for computing probability of modification from structure probing experiment data
Decomposing Heterogeneous Cohorts using Omic Data Profiling
Detection of clonally exclusive gene or pathway pairs in a cohort of cancer patients
Differential discovery in high-dimensional cytometry via high-resolution clustering
Differential discovery in high-dimensional cytometry via high-resolution clustering
Fast Correlation Based Filter for Feature Selection
Fit transcriptional regulatory networks using gene expression, priors, machine learning
Fit transcriptional regulatory networks using gene expression, priors, machine learning
Fit transcriptional regulatory networks using gene expression, priors, machine learning
Fit transcriptional regulatory networks using gene expression, priors, machine learning
Fit transcriptional regulatory networks using gene expression, priors, machine learning
GARS: Genetic Algorithm for the identification of Robust Subsets of variables in high-dimensional and challenging datasets
GARS: Genetic Algorithm for the identification of Robust Subsets of variables in high-dimensional and challenging datasets
Generating Various Molecular Representations for Chemicals, Proteins, DNAs/RNAs and Their Interactions
Generating Various Molecular Representations for Chemicals, Proteins, DNAs/RNAs and Their Interactions
Generating Various Molecular Representations for Chemicals, Proteins, DNAs/RNAs and Their Interactions
gin in R
gin in R
GWAS Incorporating Networks
GWAS Incorporating Networks
Hits Selection for Synthetic Lethal RNAi Screen Data
Hits Selection for Synthetic Lethal RNAi Screen Data
Interactive SummarizedExperiment Explorer
Interactive SummarizedExperiment Explorer
Interactive SummarizedExperiment Explorer
Iteratively Adjusted Surrogate Variable Analysis
Iteratively Adjusted Surrogate Variable Analysis
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq
Michaelis-Menten Modelling of Dropouts in single-cell RNASeq
Model higher-order methylation profiles
Model higher-order methylation profiles
Model higher-order methylation profiles
Model higher-order methylation profiles
Model higher-order methylation profiles
Molecular Informatics Toolkit for Compound-Protein Interaction in Drug Discovery
Molecular Informatics Toolkit for Compound-Protein Interaction in Drug Discovery
Molecular Informatics Toolkit for Compound-Protein Interaction in Drug Discovery
multiClust: An R-package for Identifying Biologically Relevant Clusters in Cancer Transcriptome Profiles
multiClust: An R-package for Identifying Biologically Relevant Clusters in Cancer Transcriptome Profiles
multiClust: An R-package for Identifying Biologically Relevant Clusters in Cancer Transcriptome Profiles
Network-Regularized Regression Models
sigFeature: Significant feature selection using SVM-RFE & t-statistic
Signature discovery from omics data
Signature discovery from omics data
Statistical Inference of Associations between Microbial Communities And host phenoTypes
Statistical Inference of Associations between Microbial Communities And host phenoTypes
Statistical Inference of Associations between Microbial Communities And host phenoTypes
Summarize, Analyze and Visualize MAF Files
Summarize, Analyze and Visualize MAF Files
Summarize, Analyze and Visualize MAF Files
Tools for region- and process-centric analyses of multiple assay types
Tree Aggregation